Members

Professors

Olivier Bernard Institution: INSA, University of Lyon Interests: Cardiac imaging, deep learning, image simulation Web site
Hugues Benoit-Cattin Institution: INSA, University of Lyon Interests: MR imaging, signal processing, deep learning Web site
Denis Friboulet Institution: INSA, University of Lyon Interests: Cardiac imaging, deep learning Web site
Maciej Orkisz Institution: University Lyon 1 Interests: 3D pulmonary image analysis, motion analysis in image sequences, 3D vascular image processing Web site
Emmanuel Perrin Institution: University Lyon 1 Interests: MR imaging, signal & image processing

Associate professors

Nicolas Duchateau Institution: University Lyon 1 Interests: Cardiac imaging, machine learning, deep learning Web site
Carole Frindel Institution: INSA, University of Lyon Interests: Neuroimaging, machine learning, deep learning Web site
Thomas Grenier Institution: INSA, University of Lyon Interests: MR imaging, deep learning Web site
Razmig Kechichian Institution: INSA, University of Lyon Interests: MR imaging, CT imaging, deep learning
Odyssée Merveille Institution: INSA, University of Lyon Interests: Pulmonary imaging, neuroimaging, deep learning Web site
Fabien Millioz Institution: University Lyon 1 Interests: Cardiac imaging, deep learning
Chantal Muller Institution: INSA, University of Lyon Interests: Image processing, segmentation, deep learning Web site
Marc Robini Institution: INSA, University of Lyon Interests: Applied mathematics Web site
Emmanuel Roux Institution: University Lyon 1 Interests: Pulmonary imaging, cardiac imaging, deep learning

Researchers

Patrick Clarysse Institution: CNRS - DR Interests: Cardiac imaging, biomechanical modeling Web site
Jérémy Cohen Institution: CNRS - CR Interests: Machine Learning, hyperspectral imaging, matrix and tensor decompositions Web site
Stéphanie Jehan Besson Institution: CNRS - CR Interests: Segmentation and filtering using continuous optimization methods, Evaluation and fusion using shape metrics Web site
Carole Lartizien Institution: CNRS - DR Interests: Neuroimaging, machine learning, deep learning Web site
Monica Sigovan Institution: CNRS - CR Interests: Cardiac imaging, MR imaging, image reconstruction
Yuemin Zhu Institution: CNRS - DR Interests: Cardiac imaging, deep learning Web site

Research engineer

Michaël Sdika Institution: CNRS - IR Interests: Neuroimaging, deep learning Web site

Medical doctors

Yves Berthezene Institution: HCL - PUPH Speciality: Radiologist Expertise: Neuroimaging
Sara Boccalini Institution: HCL - MCU-PH Speciality: Radiologist Expertise: Cardio-vascular imaging
Loïc Boussel Institution: HCL - PUPH Speciality: Radiologist Expertise: Cardio-vascular imaging
Philippe Douek Institution: HCL - PUPH Speciality: Radiologist Expertise: Cardio-vascular imaging
Omer Eker Institution: HCL - PUPH Speciality: Radiologist Expertise: Neuroimaging
Laurent Fanton Institution: HCL - PUPH Speciality: Forensic scientist
Thimothée Jackesson Institution: HCL - MCU-PH Speciality: Neurosurgeon
Jean-Christophe Richard Institution: HCL - PUPH Speciality: Reanimation Expertise: Pulmonary imaging
Salim Si-Mohamed Institution: HCL - MCU-PH Speciality: Radiologist Expertise: Pulmonary imaging

PhD - 1st year

Théo Di Piazza Institution: University Lyon 1 Supervisor(s): L. Boussel Interests: Large Language Model, Deep learning Subject: Support for image-guided radiology report writing
Alae-eddine El Barkaoui Institution: INSA, University of Lyon Supervisor(s): T. Grenier, A. Flaus Interests: Neuro imaging, deep learning Subject: Deep learning for automatic characterization of neurodegenerative diseases using multiparametric SPECT/CT brain images
Celia Goujat Institution: INSA, University of Lyon Supervisor(s): L. Boussel, O. Bernard Interests: Cardiac imaging, deep learning, diffusion model, foundation model Subject: Multi-modal cardiac MRI analysis using diffusion models
Agnieszka Gutwinska Institution: University Lyon 1 Supervisor(s): S. Si-Mohamed Interests: Spectral scanner, quantitative imaging Subject: Development of pulmonary applications of K-edge colour perfusion imaging in combination with a Spectral Photon Counting Scanner and dedicated contrast agents
Séréna Hariga Institution: INSA, University of Lyon Supervisor(s): J. Cohen, D. Friboulet, N. Ducros Interests: Hyperspectral imaging, deep learning, Matrix factorization Subject: Hyperspectral Single-pixel Image reconstruction using nonnegative matrix factorization and deep learning
Thierry Judge Institution: INSA, University of Lyon Supervisor(s): O. Bernard, N. Duchateau, P.M. Jodoin Interests: Cardiac imaging, deep learning, image simulation Subject: Analysis of cardiac tissue deformation using deep learning from a very large-scale database
Robin Trombetta Institution: INSA, University of Lyon Supervisor(s): C. Lartizien Interests: Neuro imaging, deep learning, multi-modal fusion Subject: Weakly supervised deep learning and fusion of heterogeneous multimodal image and non-image data for the diagnosis and prognosis of cerebral pathologies

PhD - 2nd year

Morgane Des Ligneris Institution: INSA, University of Lyon Supervisor(s): O. Merveille, D. Friboulet Interests: Pulmonary imaging, vascular imaging, deep learning Subject: Pulmonary embolism risk stratifaction based on vascular network modeling
Yuhan Jing Institution: INSA, University of Lyon Supervisor(s): C. Frindel Interests: Cardiac imaging, image simulation Subject: What are the relationships between the cardiac wall multiscale-architecture and the ability of the water molecules to diffuse through the tissue?
Hugo Lacombe Institution: University Lyon 1 Supervisor(s): P. Douek & M Villien Interests: Cardiac imaging, spectral imaging Subject: Image quality assessment and optimization of photon counting spectral imaging for ultra-high resolution and ultra-low dose imaging in thoracic and cardiovascular applications
Zinan Liu Institution: INSA, University of Lyon Supervisor(s): P. Clarysse Interests: Cardiac imaging, MRI imaging Subject: Improved cardiac strains quantification from multiviews DENSE MRI
Emile Saillard Institution: University Lyon 1 Supervisor(s): T. Grenier, H. Follet Interests: Bone imaging, deep learning Subject: Estimation of fracture strength in a cohort of patients with bone metastases using customized finite element modeling with automatic and continuous segmentation of bone metastases
Pierre-Elliott Thiboud Institution: INSA, University of Lyon Supervisor(s): M. Sdika, M. Lefort, N. Duchateau Interests: sepsis prevention, deep learning Subject: Structure and explicability of neural networks for Health: application to sepsis prevention.

PhD - 3rd year

Aissam Djahnine Institution: University Lyon 1 Supervisor(s): L. Boussel Interests: CT imaging, deep learning Subject: Automatic detection of pathologies in conventional and spectral scanner data
Matthis Manthe Institution: INSA, University of Lyon Supervisor(s): C. Lartizien & S. Duffner Interests: Federated learning, deep learning Subject: Federated learning for medical image analysis
Juliette Moreau Institution: INSA, University of Lyon Supervisor(s): C. Frindel Interests: Neuroimaging, CT imaging, deep learning Subject: Prediction of stroke lesion evolution on CT imaging by supervised and unsupervised artificial intelligence approach
Julia Puig Institution: INSA, University of Lyon Supervisor(s): D. Friboulet & F. Millioz Interests: Cardiac imaging, deep learning, image simulation Subject: Doppler velocity field reconstruction by deep learning in ultrasound imaging
Pierre Rougé Institution: University Reims Champagne-Ardenne, INSA Supervisor(s): N. Passat, O. Merveille Interests: Neuroimaging, vascular imaging, deep learning Subject: Segmentation and modeling of the brain vascular network from MRA images

PhD - 4th year

Sophie Carneiro Esteves Institution: SPI, University of Clermont Ferrand Supervisor(s): O. Merveille Interests: Vascular imaging, deep learning, variational approaches Subject: Filtering and segmentation of blood vessels mixing deep learning and variational approaches
Nathan Painchaud Institution: INSA, University of Lyon Supervisor(s): O. Bernard, N. Duchateau, P.M. Jodoin Interests: Cardiac imaging, deep learning Subject: Deep manifold learning for improved characterization of hypertension in echocardiographic imaging
Nicolas Pinon Institution: INSA, University of Lyon Supervisor(s): C. Lartizien Interests: Neuroimaging, deep learning Subject: Methodological contributions in unsupervised or weakly supervised learning for anomaly detection in neuroimaging
Daria Zotova Institution: INSA, University of Lyon Supervisor(s): C. Lartizien Interests: Neuroimaging, deep learning Subject: Artificial intelligence for medical image analysis

Alumni

Alexandre Bani-Sadr Institution: University Lyon 1 Supervisor(s): Y. Berthezene, C. Frindel Interests: Neural imaging, MR imaging Subject: Impact of multimodal MRI in the acute management of stroke
Méghane Decroocq Institution: INSA, University of Lyon Supervisor(s): C. Frindel Interests: Neuroimaging, deep learning, image simulation Subject: Fluid dynamics-based perfusion imaging simulation for stroke lesion progression prediction
Antoine Fraissenon Institution: University Jean Monnet, St Etienne Supervisor(s): P. Clarysse, E. Roux
Benoit Freiche Institution: University Lyon 1 Supervisor(s): P. Clarysse, N. Duchateau Interests: Cardiac imaging, machine learning Subject: Hierarchical integration of cardiac imaging data with machine learning
Feng He Institution: INSA, University of Lyon Supervisor(s): Y.M. Zhu Interests: Multi-modal imaging, deep learning Subject: Multimodal imaging-based deep learning: applications to objet detection and classification
Pierre-Jean Lartaud Institution: University Lyon 1 Supervisor(s): L. Boussel Interests: Cardiac imaging, deep learning Subject: Segmentation and characterization of mediastinal vessels from standard chest scans
Ludmilla Penarrubia Institution: University Lyon 1 Supervisor(s): M. Orkisz, J.C. Richard, E. Roux Interests: Pulmonary imaging, deep learning Subject: Quantification of pulmonary ventilation in patients with ARDS
Mehdi Shekarnabi Institution: University Lyon 1 Supervisor(s): M. Orkisz Interests: Pulmonary imaging, CT imaging, deep learning Subject: Regional pulmonary function measures by automated analysis of CT images for predictive phenotyping in COPD